calculateDistances {mldr.resampling} | R Documentation |
Auxiliary function used to calculate the distances between an instance and the ones with a specific active label. Euclidean distance is calculated for numeric attributes, and VDM for non numeric ones.
Description
Auxiliary function used to calculate the distances between an instance and the ones with a specific active label. Euclidean distance is calculated for numeric attributes, and VDM for non numeric ones.
Usage
calculateDistances(sample, rest, label, D, tableVDM = NULL)
Arguments
sample |
Index of the sample whose distances to other samples we want to know |
rest |
Indexes of the samples to which we will calculate the distance |
label |
Label that must be active |
D |
mld |
tableVDM |
Dataframe object containing previous calculations for faster processing. If it is empty, the algorithm will be slower |
Value
A list with the distance to the rest of samples
[Package mldr.resampling version 0.2.3 Index]